5 citations · 17 across the 6 of their papers we have counts for
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stat.ME2019★ 2 cited
A Normality Test for High-dimensional Data based on a Nearest Neighbor Approach
Hao Chen, Yin Xia
Many statistical methodologies for high-dimensional data assume the population is normal. Although a few multivariate normality tests have been proposed, to the best of our knowled…
stat.ME2019★ 4 cited
Change-point detection for multivariate and non-Euclidean data with local dependency
Hao Chen
In a sequence of multivariate observations or non-Euclidean data objects, such as networks, local dependence is common and could lead to false change-point discoveries. We propose…